Linear Coherent Decentralized Estimation

@article{Xiao2006LinearCD,
  title={Linear Coherent Decentralized Estimation},
  author={Jinjun Xiao and Shuguang Cui and Zhi-Quan Luo and Andrea J. Goldsmith},
  journal={IEEE Transactions on Signal Processing},
  year={2006},
  volume={56},
  pages={757-770}
}
We consider the distributed estimation of an unknown vector signal in a resource constrained sensor network with a fusion center. Due to power and bandwidth limitations, each sensor compresses its data in order to minimize the amount of information that needs to be communicated to the fusion center. In this context, we study the linear decentralized estimation of the source vector, where each sensor linearly encodes its observations and the fusion center also applies a linear mapping to… CONTINUE READING
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